Exam 7: Data Warehousing Concepts

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In contrast to a narrow constituency of operational data,analytical data is used by a widespread set of users.

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A typical organization maintains and utilizes a number of operational data sources.

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A data warehouse is created within an organization as a separate data store whose primary purpose is data analysis.

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Data warehouse requirements can be refined and/or expanded following:

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What is a dependent data mart?

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The operational data sources include the data warehouses and data marts.

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What is an independent data mart?

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Which of the following is NOT true:

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Creating ETL infrastructure includes creating necessary procedures and code for:

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Explain the term structured repository in the following data warehouse definition: The data warehouse is a structured repository of integrated,subject-oriented,enterprise-wide,historical,and time-variant data.The purpose of the data warehouse is the retrieval of analytical information.A data warehouse can store detailed and/or summarized data.

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It is usually possible to configure the system to optimally process frequent queries requiring smaller amounts of data and to optimally process less frequent queries requesting large amounts of data at the same time.

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ETL infrastructure has to account for and reconcile all of the differences in the metadata and the data between the operational sources and the target data warehouses.

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Describe the data update difference between operational and analytical database systems.

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Show an example data set organized in two different ways illustrating the difference between the application-oriented and subject-oriented organization of data.

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Analytical databases are referred to as application-oriented.

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The design and creation of data warehouse front-end applications can take place in parallel with data warehouse creation.

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Analytical databases are created for the analysis of one or more specific business subject areas,such as sales,returns,cost,or profit.

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Increasing the speed of a single query is always a priority,even if it requires slowing down the majority of other queries.

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Keeping data in the operational system past its time horizon enables the operational queries to run faster.

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The purpose of the source system is:

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